# Wind Statistics Analysis AI Agent Connect

> Analyze wind speed distributions and seasonality for session planning.

## Overview
- **Category:** statistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Tmol8mbS2mojzusPEmiFUkLC5alQunnyWyd5AMm9/ai-agent-connect
- **Tags:** wind, weibull, meteorology, data-analysis, session-planning

## Description

This MCP server provides statistical tools to analyze historical wind data. It uses Weibull distribution modeling to calculate central tendency and dispersion. Users can determine the most frequent wind directions, evaluate seasonal fluctuations, and assess the feasibility of planned sessions based on expected wind speeds and volatility.

## Tools

### wind_distribution_stats
Calculates central tendency and dispersion metrics for a given set of wind speeds

### optimal_direction
Identifies the most favorable wind direction for planning

### seasonality_metrics
Evaluates how much wind patterns fluctuate across different seasons

### session_feasibility
Determines if wind conditions are suitable for a planned session

## Prompt Examples

**Prompt:** 
```
Calculate the wind distribution stats for these speeds: [12, 15, 14, 10, 18, 13, 11].
```

**Response:** 
```
The median wind speed is 13.0 m/s with an IQR of 3.5 m/s.
```

**Prompt:** 
```
What is the best wind direction if N is 50, NE is 20, and E is 30?
```

**Response:** 
```
The best direction is N, occurring 50% of the time.
```

**Prompt:** 
```
Is a session feasible with a median speed of 15, IQR of 2, and a target range of 10 to 20?
```

**Response:** 
```
Yes, the session is feasible with a Low Risk level.
```

## Frequently Asked Questions

**How does the server handle wind speed data?**
The server uses `get_wind_distribution_stats` to fit wind speed arrays to a Weibull distribution, providing median speed and IQR.

**Can I check if a specific wind range is suitable for my activity?**
Yes, use `get_session_feasibility` by providing the median speed, IQR, and your target speed range.

**How do I find the best wind direction?**
You can use `get_optimal_direction` by providing a JSON object of direction frequencies.